| { | |
| "best_metric": 0.9623383341955509, | |
| "best_model_checkpoint": ".//debugged_eu_bdt_ses_udpipe_16_0.01_0.00005_20_04-23-24_02-43/checkpoint-8550", | |
| "epoch": 20.0, | |
| "global_step": 9000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.166666666666667e-05, | |
| "loss": 2.3424, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8618712108798952, | |
| "eval_f1": 0.8046604387530177, | |
| "eval_loss": 0.7042863368988037, | |
| "eval_precision": 0.8160527996593571, | |
| "eval_recall": 0.7935817805383023, | |
| "eval_runtime": 5.6554, | |
| "eval_samples_per_second": 159.141, | |
| "eval_steps_per_second": 19.981, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.787234042553192e-05, | |
| "loss": 0.5837, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9321645092577421, | |
| "eval_f1": 0.9056838826888141, | |
| "eval_loss": 0.37773051857948303, | |
| "eval_precision": 0.9082769390942218, | |
| "eval_recall": 0.9031055900621118, | |
| "eval_runtime": 4.8592, | |
| "eval_samples_per_second": 185.216, | |
| "eval_steps_per_second": 23.255, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.5212765957446815e-05, | |
| "loss": 0.3375, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9487956742585614, | |
| "eval_f1": 0.9285084763336616, | |
| "eval_loss": 0.293639600276947, | |
| "eval_precision": 0.9300031155883269, | |
| "eval_recall": 0.9270186335403726, | |
| "eval_runtime": 4.8723, | |
| "eval_samples_per_second": 184.719, | |
| "eval_steps_per_second": 23.192, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 4.2553191489361704e-05, | |
| "loss": 0.2443, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9546944125839751, | |
| "eval_f1": 0.9368006630750103, | |
| "eval_loss": 0.2582251727581024, | |
| "eval_precision": 0.9375777685607631, | |
| "eval_recall": 0.9360248447204969, | |
| "eval_runtime": 4.875, | |
| "eval_samples_per_second": 184.617, | |
| "eval_steps_per_second": 23.18, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 3.9893617021276594e-05, | |
| "loss": 0.1709, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9590365394068491, | |
| "eval_f1": 0.9431171786120591, | |
| "eval_loss": 0.23951154947280884, | |
| "eval_precision": 0.9422401322587312, | |
| "eval_recall": 0.9439958592132505, | |
| "eval_runtime": 4.8802, | |
| "eval_samples_per_second": 184.419, | |
| "eval_steps_per_second": 23.155, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 3.723404255319149e-05, | |
| "loss": 0.1282, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9626413239390463, | |
| "eval_f1": 0.9479349963771866, | |
| "eval_loss": 0.2380053848028183, | |
| "eval_precision": 0.9478368867729249, | |
| "eval_recall": 0.9480331262939958, | |
| "eval_runtime": 4.8713, | |
| "eval_samples_per_second": 184.757, | |
| "eval_steps_per_second": 23.197, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 3.4574468085106386e-05, | |
| "loss": 0.0975, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9656726200229395, | |
| "eval_f1": 0.9517748111352583, | |
| "eval_loss": 0.23213887214660645, | |
| "eval_precision": 0.9514794123732672, | |
| "eval_recall": 0.9520703933747412, | |
| "eval_runtime": 5.071, | |
| "eval_samples_per_second": 177.48, | |
| "eval_steps_per_second": 22.284, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 3.191489361702128e-05, | |
| "loss": 0.0721, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9674750122890382, | |
| "eval_f1": 0.9542747656775931, | |
| "eval_loss": 0.2307664304971695, | |
| "eval_precision": 0.9547197181639209, | |
| "eval_recall": 0.9538302277432712, | |
| "eval_runtime": 4.872, | |
| "eval_samples_per_second": 184.728, | |
| "eval_steps_per_second": 23.194, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 2.925531914893617e-05, | |
| "loss": 0.0561, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9686219891856463, | |
| "eval_f1": 0.9559272877932571, | |
| "eval_loss": 0.2352980375289917, | |
| "eval_precision": 0.9564721732822055, | |
| "eval_recall": 0.9553830227743271, | |
| "eval_runtime": 4.8623, | |
| "eval_samples_per_second": 185.097, | |
| "eval_steps_per_second": 23.24, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 2.6595744680851064e-05, | |
| "loss": 0.0395, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9672292315254792, | |
| "eval_f1": 0.954816003312458, | |
| "eval_loss": 0.24887719750404358, | |
| "eval_precision": 0.9547665873098024, | |
| "eval_recall": 0.9548654244306418, | |
| "eval_runtime": 4.8696, | |
| "eval_samples_per_second": 184.821, | |
| "eval_steps_per_second": 23.205, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "learning_rate": 2.393617021276596e-05, | |
| "loss": 0.0284, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.9688677699492053, | |
| "eval_f1": 0.9560450925638639, | |
| "eval_loss": 0.2504814863204956, | |
| "eval_precision": 0.955156023971895, | |
| "eval_recall": 0.9569358178053831, | |
| "eval_runtime": 5.8981, | |
| "eval_samples_per_second": 152.592, | |
| "eval_steps_per_second": 19.159, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "learning_rate": 2.1276595744680852e-05, | |
| "loss": 0.0178, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9695231853186957, | |
| "eval_f1": 0.9567693502459229, | |
| "eval_loss": 0.2542861998081207, | |
| "eval_precision": 0.9570170895908856, | |
| "eval_recall": 0.9565217391304348, | |
| "eval_runtime": 5.0143, | |
| "eval_samples_per_second": 179.488, | |
| "eval_steps_per_second": 22.536, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "learning_rate": 1.8617021276595745e-05, | |
| "loss": 0.0119, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_accuracy": 0.9688677699492053, | |
| "eval_f1": 0.9562247749146229, | |
| "eval_loss": 0.2555958926677704, | |
| "eval_precision": 0.9559279950341403, | |
| "eval_recall": 0.9565217391304348, | |
| "eval_runtime": 5.0192, | |
| "eval_samples_per_second": 179.312, | |
| "eval_steps_per_second": 22.514, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "learning_rate": 1.595744680851064e-05, | |
| "loss": 0.008, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.9707520891364902, | |
| "eval_f1": 0.9594783418723801, | |
| "eval_loss": 0.26319199800491333, | |
| "eval_precision": 0.9593294008072027, | |
| "eval_recall": 0.9596273291925466, | |
| "eval_runtime": 5.2921, | |
| "eval_samples_per_second": 170.065, | |
| "eval_steps_per_second": 21.353, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "learning_rate": 1.3297872340425532e-05, | |
| "loss": 0.0068, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_accuracy": 0.9711617237424217, | |
| "eval_f1": 0.9603186921206478, | |
| "eval_loss": 0.260258287191391, | |
| "eval_precision": 0.9598717550935981, | |
| "eval_recall": 0.9607660455486542, | |
| "eval_runtime": 5.016, | |
| "eval_samples_per_second": 179.425, | |
| "eval_steps_per_second": 22.528, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "learning_rate": 1.0638297872340426e-05, | |
| "loss": 0.0044, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.9702605276093724, | |
| "eval_f1": 0.9582665356570306, | |
| "eval_loss": 0.27104565501213074, | |
| "eval_precision": 0.9574248217422755, | |
| "eval_recall": 0.9591097308488613, | |
| "eval_runtime": 5.1972, | |
| "eval_samples_per_second": 173.172, | |
| "eval_steps_per_second": 21.743, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "learning_rate": 7.97872340425532e-06, | |
| "loss": 0.0032, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_accuracy": 0.9718171391119121, | |
| "eval_f1": 0.9608736155677465, | |
| "eval_loss": 0.27112799882888794, | |
| "eval_precision": 0.9607741668391637, | |
| "eval_recall": 0.9609730848861283, | |
| "eval_runtime": 5.352, | |
| "eval_samples_per_second": 168.161, | |
| "eval_steps_per_second": 21.114, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "learning_rate": 5.319148936170213e-06, | |
| "loss": 0.0024, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.9717352121907259, | |
| "eval_f1": 0.9607863424728401, | |
| "eval_loss": 0.27230679988861084, | |
| "eval_precision": 0.9602895553257498, | |
| "eval_recall": 0.9612836438923396, | |
| "eval_runtime": 5.124, | |
| "eval_samples_per_second": 175.645, | |
| "eval_steps_per_second": 22.053, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "learning_rate": 2.6595744680851065e-06, | |
| "loss": 0.0019, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_accuracy": 0.9726364083237752, | |
| "eval_f1": 0.9623383341955509, | |
| "eval_loss": 0.27249038219451904, | |
| "eval_precision": 0.9618407445708377, | |
| "eval_recall": 0.9628364389233954, | |
| "eval_runtime": 5.0361, | |
| "eval_samples_per_second": 178.708, | |
| "eval_steps_per_second": 22.438, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0015, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.9720629198754711, | |
| "eval_f1": 0.9611961920529801, | |
| "eval_loss": 0.27408093214035034, | |
| "eval_precision": 0.9607985105502689, | |
| "eval_recall": 0.9615942028985507, | |
| "eval_runtime": 5.1327, | |
| "eval_samples_per_second": 175.347, | |
| "eval_steps_per_second": 22.016, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "step": 9000, | |
| "total_flos": 1.1952384086166018e+16, | |
| "train_loss": 0.20792188170221118, | |
| "train_runtime": 4350.4019, | |
| "train_samples_per_second": 33.077, | |
| "train_steps_per_second": 2.069 | |
| } | |
| ], | |
| "max_steps": 9000, | |
| "num_train_epochs": 20, | |
| "total_flos": 1.1952384086166018e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |